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Multi-pattern synthesis in fourth-dimensional antenna arrays using BGM-based quasi-Newton memetic optimization method

Published online by Cambridge University Press:  01 August 2023

Avishek Chakraborty*
Affiliation:
Department of EECE, GST, GITAM University, Bengaluru, India
Ravi Shankar Saxena
Affiliation:
Department of ECE, GMR Institute of Technology Rajam, Andhra Pradesh, India
Anshoo Verma
Affiliation:
Department of CE, IES Institute of Technology and Management, IES University, Bhopal, India
Ashima Juyal
Affiliation:
Uttaranchal Institute of Technology, Uttaranchal University, Dehradun, India
Sumit Gupta
Affiliation:
Department of ECE, SR University, Warangal, Telangana, India
Indrasen Singh
Affiliation:
School of Electronics Engineering, VIT Vellore, Tamil Nadu, India
Gopi Ram
Affiliation:
Department of ECE, NIT Warangal, Telangana, India
Durbadal Mandal
Affiliation:
Department of ECE, NIT Durgapur, West Bengal, India
*
Corresponding author: Avishek Chakraborty; Email: avishekdreamz@gmail.com

Abstract

The advancement in wireless communication is fueling the growth of innovative antenna array designs toward cost-effective and performance-oriented solutions. This paper proposed unconventional methods to design antenna arrays for multi-pattern synthesis without using attenuators or phase shifters. A low-cost alternative is proposed with “Time-modulation”-based antenna array capable of electronic scanning and beam steering. Here, “Time” is utilized as a fourth-dimensional (4D) array parameter, and that is why “Time-modulated” arrays are also called as 4D antenna arrays. The idea is to control the high-speed switch attached with each antenna periodically to produce desirable current and phase tapering. This article expanded the “Time-modulation” concept to synthesize multiple radiation patterns like monopulse patterns, scanned beam patterns, shaped beam patterns, and cosecant-squared beam patterns for multifunctional radar systems. Suitable time schemes are developed to generate the narrowband sum–difference patterns useful for monopulse radars. Simultaneous scanned beam patterns are also proposed for narrowband communication. Furthermore, to address the wideband applications, shaped flat-top beam patterns and cosecant-squared beam patterns are also proposed. In this regard, 20- and 16-element “Time-modulated” linear array antennas are developed, and the parameters of the arrays are controlled by suitably designed objective functions with quasi-Newton method (QNM)-based memetic optimization method. For this purpose, first a well-known genetic algorithm is adopted to search the potential trust regions in the exploration stage and QNM is used for fine-tuning. Furthermore, the Broyden’s good method-based direction-updating equation is used with QNM to improve the performance.

Type
Research Paper
Copyright
© The Author(s), 2023. Published by Cambridge University Press in association with the European Microwave Association

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References

Hansen, RC (2009) Phased Array Antennas, 2nd edn. Chang Kai Wiley Series in Microwave and Optical Engineering. Hoboken, New Jersey: John Wiley & Sons.CrossRefGoogle Scholar
Mailloux, RJ (2006) A history of phased array antennas. In History of Wireless, Chang, Kai Wiley Series in Microwave and Optical Engineering. Hoboken, New Jersey: John Wiley & Sons, 567603.Google Scholar
Chakraborty, A, Ram, G and Mandal, D (2021) Time-domain approach towards smart antenna design. In Signals and Communication Technology, Wideband, Multiband, and Smart Antenna Systems Switzerland AG: Springer, Cham, 363394.Google Scholar
Rocca, P, Oliveri, G, Mailloux, RJ and Massa, A (2016) Unconventional phased array architectures and design methodologies—a review. Proceedings of the IEEE 104(3), 544560.CrossRefGoogle Scholar
Shanks, HE and Bickmore, RW (1959) Four-dimensional electromagnetic radiators. Canadian Journal of Physics 37, 263275.CrossRefGoogle Scholar
Shanks, HE (1961) A new technique for electronic scanning. IRE Transactions on Antennas and Propagation 9, 162166.CrossRefGoogle Scholar
Kummer, WH, Villeneuve, AT, Fong, TS and Terrio, FG (1963) Ultra-low sidelobes from time-modulated arrays. IEEE Transactions on Antennas and Propagation 11, 633639.CrossRefGoogle Scholar
Haupt, RL (2017) Antenna arrays in the time domain: An introduction to timed arrays. IEEE Antennas and Propagation Magazine 59, 3341.CrossRefGoogle Scholar
Yang, S, Chen, Y and Nie, Z (2008) Multiple patterns from time-modulated linear antenna arrays. Electromagnetics 28, 562571.CrossRefGoogle Scholar
Chakraborty, A, Ram, G and Mandal, D (2022) Electronic beam steering in timed antenna array by controlling the harmonic patterns with optimally derived pulse-shifted switching sequence. In International Conference on Innovative Computing and Communications, 205216.CrossRefGoogle Scholar
Rocca, P, Yang, F, Poli, L and Yang, S (2019) Time-modulated array antennas–theory, techniques, and applications. Journal of Electromagnetic Waves and Applications 33(12), 15031531.CrossRefGoogle Scholar
Maneiro-Catoira, R, Brégains, J, García-Naya, JA and Castedo, L (2017) Time modulated arrays: From their origin to their utilization in wireless communication systems. Sensors 17(3), .CrossRefGoogle ScholarPubMed
Fondevila, J, Brégains, JC, Ares, F and Moreno, E (2004) Optimizing uniformly excited linear arrays through time modulation. IEEE Antennas and Wireless Propagation Letters 3, 298301.CrossRefGoogle Scholar
Yang, S, Gan, YB and Tan, PK (2003) A new technique for power-pattern synthesis in time-modulated linear arrays. IEEE Antennas and Wireless Propagation Letters 2, 285287.CrossRefGoogle Scholar
Brégains, JC, Fondevila-Gómez, J, Franceschetti, G and Ares, F (2008) Signal radiation and power losses of time-modulated arrays. IEEE Transactions on Antennas and Propagation 56, 17991804.CrossRefGoogle Scholar
Yang, S, Gan, YB and Qing, A (2002) Sideband suppression in time-modulated linear arrays by the differential evolution algorithm. IEEE Antennas and Wireless Propagation Letters 1, 173175.CrossRefGoogle Scholar
Yang, S, Can, YB and Tan, PK (2004) Comparative study of low sidelobe time modulated linear arrays with different time schemes. Journal of Electromagnetic Waves and Applications 18, 14431458.CrossRefGoogle Scholar
Tennant, A and Chambers, B (2007) A two-element time-modulated array with direction-finding properties. IEEE Antennas and Wireless Propagation Letters 6, 6465.CrossRefGoogle Scholar
Li, G, Yang, S, Chen, Y and Nie, Z (2009) A novel electronic beam steering technique in time modulated antenna arrays. Progress in Electromagnetics Research 97, 391405.CrossRefGoogle Scholar
Tong, Y and Tennant, A (2010) Simultaneous control of sidelobe level and harmonic beam steering in time-modulated linear arrays. Electronics Letters 46, 200202.CrossRefGoogle Scholar
Poli, L, Rocca, P, Oliveri, G and Massa, A (2011) Harmonic beamforming in time-modulated linear arrays. IEEE Transactions on Antennas and Propagation 59, 25382545.CrossRefGoogle Scholar
Tong, Y and Tennant, A (2012) A two-channel time modulated linear array with adaptive beamforming. IEEE Transactions on Antennas and Propagation 60, 141147.CrossRefGoogle Scholar
Poli, L, Moriyama, T and Rocca, P (2014) Pulse splitting for harmonic beamforming in time-modulated linear arrays. International Journal of Antennas and Propagation 2014, 19.CrossRefGoogle Scholar
Chakraborty, A, Mandal, D and Ram, G (2019) Beam steering in a time switched antenna array with reduced side lobe level using evolutionary optimization technique. In 2019 IEEE Indian Conference on Antennas and Propagation, InCAP 2019.CrossRefGoogle Scholar
Ram, G, Panduro, MA, Reyna, A, Kar, R and Mandal, D (2018) Pattern synthesis and broad nulling optimization of STMLAA with EM simulation. International Journal of Numerical Modelling: Electronic Networks, Devices and Fields 31, .CrossRefGoogle Scholar
Barton, DK (2010) History of monopulse radar in the US. IEEE Aerospace and Electronic Systems Magazine 25, c1c16.CrossRefGoogle Scholar
Sherman, SM (1985) Monopulse principles and techniques. IEEE Antennas and Propagation Society Newsletter 27(5), .Google Scholar
Chakraborty, A, Ram, G and Mandal, D (2021) Pattern synthesis of timed antenna array with the exploitation and suppression of harmonic radiation. International Journal of Communication Systems 34, .CrossRefGoogle Scholar
Chakraborty, A, Ram, G and Mandal, D (2021) Time-modulated multibeam steered antenna array synthesis with optimally designed switching sequence. International Journal of Communication Systems 34, .CrossRefGoogle Scholar
Chakraborty, A, Ram, G and Mandal, D (2021) Multibeam steered pattern synthesis in time-modulated antenna array with controlled harmonic radiation. International Journal of RF and Microwave Computer-Aided Engineering 31, .CrossRefGoogle Scholar
Chakraborty, A, Ram, G and Mandal, D (2020) Optimal pulse shifting in timed antenna array for simultaneous reduction of sidelobe and sideband level. IEEE Access 8, 131063131075.CrossRefGoogle Scholar
Chakraborty, A, Ram, G and Mandal, D (2022) Time-modulated linear array synthesis with optimal time schemes for the simultaneous suppression of sidelobe and sidebands. International Journal of Microwave and Wireless Technologies 14, 768780.CrossRefGoogle Scholar
Bhattacharya, R, Saha, S and Bhattacharyya, TK (2017) Mutated IWO optimized 4-D array for femtocell cognitive radio. IEEE Antennas and Wireless Propagation Letters 16, 26142617.CrossRefGoogle Scholar
Chakraborty, A, Ram, G and Mandal, D (2019) Power pattern synthesis of a moving phase center time modulated antenna array using symmetrically and asymmetrically positioned time schemes. International Journal of RF and Microwave Computer-Aided Engineering 32(12), .Google Scholar
Rocca, P, Zhu, Q, Bekele, ET, Yang, S and Massa, A (2014) 4-D arrays as enabling technology for cognitive radio systems. IEEE Transactions on Antennas and Propagation 62, 11021116.CrossRefGoogle Scholar
Poddar, S, Paul, P, Chakraborty, A, Ram, G and Mandal, D (2022) Design optimization of linear arrays and time‐modulated antenna arrays using meta‐heuristics approach. International Journal of Numerical Modelling: Electronic Networks, Devices and Fields 35(5), .CrossRefGoogle Scholar
De Jong, K, Fogel, DB and Schwefel, H-P (2004) A history of evolutionary computation. In Baeck, Thomas, Fogel, DB and Michalewicz, Z (eds.), Handbook of Evolutionary Computation, 1st edn. Oxford, United Kingdom: Oxford University Press, .Google Scholar
Del Ser, J, Osaba, E, Molina, D, Yang, XS, Salcedo-Sanz, S, Camacho, D, Das, S, Suganthan, PN, Coello, CA and Herrera, F (2019) Bio-inspired computation: Where we stand and what’s next. Swarm and Evolutionary Computation 48, 220250.CrossRefGoogle Scholar
Ram, G, Mandal, D, Kar, R and Ghoshal, SP (2014) Optimized hyper beamforming of receiving linear antenna arrays using Firefly algorithm. International Journal of Microwave and Wireless Technologies 6, 181194.CrossRefGoogle Scholar
Durmus, A and Kurban, R (2021) Optimum design of linear and circular antenna arrays using equilibrium optimization algorithm. International Journal of Microwave and Wireless Technologies 13, 986997.CrossRefGoogle Scholar
Rattan, M, Patterh, MS and Sohi, BS (2009) Optimization of circular antenna arrays of isotropic radiators using simulated annealing. International Journal of Microwave and Wireless Technologies 1, 441446.CrossRefGoogle Scholar
Das, A, Mandal, D and Kar, R (2021) An optimal circular antenna array design considering the mutual coupling employing ant lion optimization. International Journal of Microwave and Wireless Technologies 13, 164172.CrossRefGoogle Scholar
Dib, NI (2015) Synthesis of thinned planar antenna arrays using teaching-learning-based optimization. International Journal of Microwave and Wireless Technologies 7, 557563.CrossRefGoogle Scholar
Bogdan, G, Godziszewski, K and Yashchyshyn, Y (2020) Experimental investigation of beam-steering applied to 2 × 2 MIMO system with single receiving RF chain and time-modulated antenna array. International Journal of Microwave and Wireless Technologies 12, 504512.CrossRefGoogle Scholar
Dib, N and Sharaqa, A (2015) Design of non-uniform concentric circular antenna arrays with optimal sidelobe level reduction using biogeography-based optimization. International Journal of Microwave and Wireless Technologies 7, 161166.CrossRefGoogle Scholar
Ram, G, Mandal, D, Kar, R and Ghoshal, SP (2017) Directivity improvement and optimal far field pattern of time modulated concentric circular antenna array using hybrid evolutionary algorithms. International Journal of Microwave and Wireless Technologies 9, 177190.CrossRefGoogle Scholar
Misra, B and Mahanti, GK (2022) Meta-heuristic optimization algorithms for synthesis of reconfigurable hexagonal array antenna in two principle vertical planes. International Journal of Microwave and Wireless Technologies 14, 158165.CrossRefGoogle Scholar
Neri, F and Cotta, C (2012) Memetic algorithms and memetic computing optimization: A literature review. Swarm and Evolutionary Computation 2, 114.CrossRefGoogle Scholar
Weile, DS and Michielssen, E (1997) Genetic algorithm optimization applied to electromagnetics: A review. IEEE Transactions on Antennas and Propagation 45, 343353.CrossRefGoogle Scholar
Zhang, X, Lin, M, Zhang, X and Li, Y (2019) The design of microstrip array antenna and its optimization by a memetic method. IEEE Access 7, 9643496443.CrossRefGoogle Scholar
Li, D, Qi, L and Roshchina, V (2008) A new class of quasi-Newton updating formulas. Optimization Methods & Software 23, 237249.CrossRefGoogle Scholar
Zhou, W and Zhang, L (2020) A modified Broyden-like quasi-Newton method for nonlinear equations. Journal of Computational and Applied Mathematics 372, .CrossRefGoogle Scholar
Fang, X, Ni, Q and Zeng, M (2018) A modified quasi-Newton method for nonlinear equations. Journal of Computational and Applied Mathematics 328, 4458.CrossRefGoogle Scholar
Krishna Chaitanya, R, Raju, GSN, Raju, KVSN and Mallikarjuna Rao, P (2022) Antenna pattern synthesis using the quasi Newton method, firefly and particle swarm optimization techniques. IETE Journal of Research 68(2), 11481156.CrossRefGoogle Scholar
Morabito, AF, Di Carlo, A, Di Donato, L, Isernia, T and Sorbello, G (2019) Extending spectral factorization to array pattern synthesis including sparseness, mutual coupling, and mounting-platform effects. IEEE Transactions on Antennas and Propagation 67, 45484559.CrossRefGoogle Scholar
Palmeri, R, Isernia, T and Morabito, AF (2019) Diagnosis of planar arrays through phaseless measurements and sparsity promotion. IEEE Antennas and Wireless Propagation Letters 18, 12731277.CrossRefGoogle Scholar
Ram, G (2021) Multi-beam steered harmonic pattern synthesis in timed antenna array with optimized and pre-defined RF switching. International Journal of Numerical Modelling: Electronic Networks, Devices and Fields 34, .CrossRefGoogle Scholar